conftrace_

source-free adaptation

29 papers

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Co-occurring keywords

domain adaptation (4595) source-free domain adaptation (109) unsupervised domain adaptation (442) transfer learning (5449) unsupervised learning (3264) domain shift (318) multi-source domain adaptation (56) test-time adaptation (312) knowledge transfer (648) contrastive learning (4032)

Papers

Model-free Domain Adaptation for Concealed Multimodal Large-Language Models WACV 2026
Zero-LEAD: Source-Free Universal Domain Adaptation for Abdominal Multi-Organ Segmentation WACV 2026
Beyond Retraining: Training-Free Unknown Class Filtering for Source-Free Open Set Domain Adaptation of Vision–Language Models AAAI 2026
Optimal Transport-Guided Source-Free Adaptation for Face Anti-Spoofing CVPR 2025
Dual-Rate Dynamic Teacher for Source-Free Domain Adaptive Object Detection ICCV 2025
Purge-Gate: Backpropagation-Free Test-Time Adaptation for Point Clouds Classification via Token purging ICCV 2025
Personalized Sleep Staging Leveraging Source-free Unsupervised Domain Adaptation AAAI 2025
A Theory of Learning Unified Model via Knowledge Integration from Label Space Varying Domains CVPR 2025
Bridge Then Begin Anew: Generating Target-Relevant Intermediate Model for Source-Free Visual Emotion Adaptation AAAI 2025
FreeDNA: Endowing Domain Adaptation of Diffusion-Based Dense Prediction with Training-Free Domain Noise Alignment ICCV 2025
SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network NIPS 2024
Rank and Align: Towards Effective Source-free Graph Domain Adaptation IJCAI 2024
EventDance: Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition CVPR 2024
Robust Source-Free Domain Adaptation for Fundus Image Segmentation WACV 2024
Learning Class and Domain Augmentations for Single-Source Open-Domain Generalization WACV 2024
pSTarC: Pseudo Source Guided Target Clustering for Fully Test-Time Adaptation WACV 2024
ReCLIP: Refine Contrastive Language Image Pre-Training With Source Free Domain Adaptation WACV 2024
Source-Free Unsupervised Domain Adaptation for Question Answering via Prompt-Assisted Self-learning NAACL 2024
Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer CVPR 2024
Source-Free Video Domain Adaptation With Spatial-Temporal-Historical Consistency Learning CVPR 2023
Cleaning Noisy Labels by Negative Ensemble Learning for Source-Free Unsupervised Domain Adaptation WACV 2022
Source-Free Domain Adaptation via Distribution Estimation CVPR 2022
Listen, Adapt, Better WER: Source-free Single-utterance Test-time Adaptation for Automatic Speech Recognition INTERSPEECH 2022
Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data NIPS 2021
Confident Anchor-Induced Multi-Source Free Domain Adaptation NIPS 2021